layers: Layers

In brain-r/brain: Neural Network

Description

Create layers.

Usage

layer(brain, name, size, squash = NULL, bias = NULL)

Arguments

brain	An object of class brain as returned by brain.
name	Name of layer.
size	Layer size.
squash	A object of class squash as returned by squash_function.
bias	A bias, numerical.

Squashing functions

• logistic

• tanh

• identity

• hlim

• relu

• step

• softsign

• sinusoid

• gaussian

• bent_identity

• bipolar

• bipolar_sigmoid

• hard_tanh

• absolute

• selu

• inverse

See Also

project to connect the layers.

Examples

brain() %>%
  layer("input", 2) %>%
  layer("hidden", 3) %>%
  layer("output", 1)

brain-r/brain documentation built on May 21, 2019, 4:05 a.m.